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ABS-SGD: A Delayed Synchronous Stochastic Gradient Descent Algorithm with Adaptive Batch Size for Heterogeneous GPU Clusters.
Xin Zhou
Ling Chen
Houming Wu
Published in:
CoRR (2023)
Keyphrases
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stochastic gradient descent
learning algorithm
loss function
worst case
least squares
optimal solution
np hard
cost function
dynamic programming
matrix factorization
machine learning
probabilistic model
pairwise
feature space
expectation maximization
image restoration
similarity measure
step size
batch mode